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   "source": [
    "# Tutorial 3: Seasonality"
   ]
  },
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We will explore the seasonality component of NeuralProphet. It allows the model to capture seasonal effects, such as a positive or negative bias for a given day of the week."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In the second tutorial covering Trends, we disabled seasonality. Let us enable the seasonality step by step again, starting with the yearly seasonality. We give it a try and then see what effects it has on the model. We will keep the trend linear with no changepoints for simplicity."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
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      "text/plain": [
       "Finding best initial lr:   0%|          | 0/229 [00:00<?, ?it/s]"
      ]
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      "text/plain": [
       "Training: 0it [00:00, ?it/s]"
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      "text/plain": [
       "Predicting: 46it [00:00, ?it/s]"
      ]
     },
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     "output_type": "display_data"
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stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(530.91,103.61)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(531.25,110.18)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(531.6,107.92)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(531.94,105.55)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(532.29,99.75)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(532.63,105.12)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(532.98,102.32)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(533.32,91.14)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(533.67,101.81)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(534.01,120.7)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(534.36,115.13)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/><path class=\"point\" transform=\"translate(534.7,104.41)\" d=\"M2,0A2,2 0 1,1 0,-2A2,2 0 0,1 2,0Z\" style=\"opacity: 1; stroke-width: 0px; fill: rgb(0, 0, 0); fill-opacity: 1;\"/></g><g class=\"text\"/></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M44.5,300.75H613.5M44.5,24.25H613.5\" style=\"fill: none; stroke-width: 1.5px; stroke: rgb(235, 240, 248); stroke-opacity: 1;\"/><path class=\"ylines-above crisp\" d=\"M45.25,25V300M612.75,25V300\" style=\"fill: none; stroke-width: 1.5px; stroke: rgb(235, 240, 248); stroke-opacity: 1;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"313.5\" transform=\"translate(77.64,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">2015</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"313.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(203.41,0)\">2016</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"313.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(329.52,0)\">2017</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"313.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(455.28,0)\">2018</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"313.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(581.04,0)\">2019</text></g></g><g class=\"yaxislayer-above\"><g class=\"ytick\"><text text-anchor=\"end\" x=\"42.5\" y=\"3.5\" transform=\"translate(0,267.55)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">20</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"42.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,210.37)\">40</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"42.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,153.19)\">60</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"42.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,96.01)\">80</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"42.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,38.83)\">100</text></g></g><g class=\"overaxes-above\"/></g></g><g class=\"polarlayer\"/><g class=\"smithlayer\"/><g class=\"ternarylayer\"/><g class=\"geolayer\"/><g class=\"funnelarealayer\"/><g class=\"pielayer\"/><g class=\"iciclelayer\"/><g class=\"treemaplayer\"/><g class=\"sunburstlayer\"/><g class=\"glimages\"/><defs id=\"topdefs-8b2f1e\"><g class=\"clips\"/><clipPath id=\"legend8b2f1e\"><rect width=\"77\" height=\"48\" x=\"0\" y=\"0\"/></clipPath><clipPath id=\"rangesliderx-8b2f1e\"><rect x=\"0\" y=\"0\" width=\"566\" height=\"61.5\"/></clipPath></defs><g class=\"layer-above\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"infolayer\"><g class=\"legend\" pointer-events=\"all\" transform=\"translate(623,25)\"><rect class=\"bg\" shape-rendering=\"crispEdges\" style=\"stroke: rgb(68, 68, 68); 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   ],
   "source": [
    "import pandas as pd\n",
    "from neuralprophet import NeuralProphet, set_log_level\n",
    "\n",
    "# Disable logging messages unless there is an error\n",
    "set_log_level(\"ERROR\")\n",
    "\n",
    "# Load the dataset from the CSV file using pandas\n",
    "df = pd.read_csv(\"https://github.com/ourownstory/neuralprophet-data/raw/main/kaggle-energy/datasets/tutorial01.csv\")\n",
    "\n",
    "# Model and prediction with yearly seasonality\n",
    "m = NeuralProphet(\n",
    "    # Disable trend changepoints\n",
    "    n_changepoints=0,\n",
    "    # Disable seasonality components, except yearly\n",
    "    yearly_seasonality=True,\n",
    "    weekly_seasonality=False,\n",
    "    daily_seasonality=False,\n",
    ")\n",
    "m.set_plotting_backend(\"plotly-static\")\n",
    "metrics = m.fit(df)\n",
    "forecast = m.predict(df)\n",
    "m.plot(forecast)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plotting all components of the forecast we see that the forecast is composed of the trend and the yearly seasonality in an additive way. This means our prediction $\\hat{y}$ is the sum of the trend and the seasonality:\n",
    "\n",
    "$$\\text{Prediction}(t) = \\hat{y}(t) = \\text{Trend}(t) + \\text{Seasonality}_{yearly}(t)$$\n",
    "\n",
    "We can see this more cleary when we plot the trend and the seasonality components separately."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
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font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(441.91,0)\">Jul 2017</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"181.175\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(515.4200000000001,0)\">Jan 2018</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"181.175\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(587.73,0)\">Jul 2018</text></g><g class=\"xtick\"><text text-anchor=\"middle\" x=\"0\" y=\"181.175\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(661.24,0)\">Jan 2019</text></g></g><g class=\"yaxislayer-above\"><g class=\"ytick\"><text text-anchor=\"end\" x=\"44.5\" y=\"3.5\" transform=\"translate(0,127.68)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">55</text></g><g class=\"ytick\"><text text-anchor=\"end\" x=\"44.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,57.88)\">60</text></g></g><g class=\"overaxes-above\"/></g><g class=\"subplot x2y2\"><g class=\"layer-subplot\"><g class=\"shapelayer\"/><g class=\"imagelayer\"/></g><g class=\"minor-gridlayer\"><g class=\"x2\"/><g class=\"y2\"/></g><g class=\"gridlayer\"><g class=\"x2\"><path class=\"x2grid crisp\" transform=\"translate(77.56,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(149.87,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(223.38,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(296.09000000000003,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(369.6,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(441.91,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(515.4200000000001,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(587.73,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"x2grid crisp\" transform=\"translate(661.24,0)\" d=\"M0,223.325v157.67499999999998\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/></g><g class=\"y2\"><path class=\"y2grid crisp\" transform=\"translate(0,365.725)\" d=\"M48,0h642\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"y2grid crisp\" transform=\"translate(0,327.42499999999995)\" d=\"M48,0h642\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/><path class=\"y2grid crisp\" transform=\"translate(0,250.825)\" d=\"M48,0h642\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 1px;\"/></g></g><g class=\"zerolinelayer\"><path class=\"y2zl zl crisp\" transform=\"translate(0,289.125)\" d=\"M48,0h642\" style=\"stroke: rgb(235, 240, 248); stroke-opacity: 1; stroke-width: 2px;\"/></g><path class=\"xlines-below\"/><path class=\"ylines-below\"/><g class=\"overlines-below\"/><g class=\"xaxislayer-below\"/><g class=\"yaxislayer-below\"/><g class=\"overaxes-below\"/><g class=\"plot\" transform=\"translate(48,223.325)\" clip-path=\"url(#clip431ef0x2y2plot)\"><g class=\"scatterlayer mlayer\"><g class=\"trace scatter traceb2248b\" style=\"stroke-miterlimit: 2; 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fill: none; stroke: rgb(45, 146, 255); stroke-opacity: 1; stroke-width: 2px; opacity: 1;\"/></g><g class=\"points\"/><g class=\"text\"/></g></g></g><g class=\"overplot\"/><path class=\"xlines-above crisp\" d=\"M46.5,381.75H691.5M46.5,222.575H691.5\" style=\"fill: none; stroke-width: 1.5px; stroke: rgb(235, 240, 248); stroke-opacity: 1;\"/><path class=\"ylines-above crisp\" d=\"M47.25,223.325V381M690.75,223.325V381\" style=\"fill: none; stroke-width: 1.5px; stroke: rgb(235, 240, 248); stroke-opacity: 1;\"/><g class=\"overlines-above\"/><g class=\"xaxislayer-above\"><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" transform=\"translate(77.56,0)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">Jan 2015</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(149.87,0)\">Jul 2015</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(223.38,0)\">Jan 2016</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(296.09000000000003,0)\">Jul 2016</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(369.6,0)\">Jan 2017</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(441.91,0)\">Jul 2017</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(515.4200000000001,0)\">Jan 2018</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(587.73,0)\">Jul 2018</text></g><g class=\"x2tick\"><text text-anchor=\"middle\" x=\"0\" y=\"394.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(661.24,0)\">Jan 2019</text></g></g><g class=\"yaxislayer-above\"><g class=\"y2tick\"><text text-anchor=\"end\" x=\"44.5\" y=\"3.5\" transform=\"translate(0,365.725)\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\">−10</text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"44.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,327.42499999999995)\">−5</text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"44.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,289.125)\">0</text></g><g class=\"y2tick\"><text text-anchor=\"end\" x=\"44.5\" y=\"3.5\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 10px; fill: rgb(42, 63, 95); fill-opacity: 1; white-space: pre; opacity: 1;\" transform=\"translate(0,250.825)\">5</text></g></g><g class=\"overaxes-above\"/></g></g><g class=\"polarlayer\"/><g class=\"smithlayer\"/><g class=\"ternarylayer\"/><g class=\"geolayer\"/><g class=\"funnelarealayer\"/><g class=\"pielayer\"/><g class=\"iciclelayer\"/><g class=\"treemaplayer\"/><g class=\"sunburstlayer\"/><g class=\"glimages\"/><defs id=\"topdefs-431ef0\"><g class=\"clips\"/></defs><g class=\"layer-above\"><g class=\"imagelayer\"/><g class=\"shapelayer\"/></g><g class=\"infolayer\"><g class=\"g-gtitle\"/><g class=\"g-xtitle\"><text class=\"xtitle\" x=\"369\" y=\"205.8375\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">ds</text></g><g class=\"g-x2title\" transform=\"translate(0,-1.6499999999999773)\"><text class=\"x2title\" x=\"369\" y=\"419.15\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">ds</text></g><g class=\"g-ytitle\" transform=\"translate(2.8779296875,0)\"><text class=\"ytitle\" transform=\"rotate(-90,9.131250000000001,88.8375)\" x=\"9.131250000000001\" y=\"88.8375\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">Trend</text></g><g class=\"g-y2title\" transform=\"translate(11.0625,0)\"><text class=\"y2title\" transform=\"rotate(-90,0.9437500000000014,302.16249999999997)\" x=\"0.9437500000000014\" y=\"302.16249999999997\" text-anchor=\"middle\" style=\"font-family: 'Open Sans', verdana, arial, sans-serif; font-size: 12px; fill: rgb(42, 63, 95); opacity: 1; font-weight: normal; white-space: pre;\">yearly seasonality</text></g></g></svg>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "m.plot_components(forecast)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The functions `plot_paramters` and `plot_components` allow you to specify which components to plot. So for the next visualizations we will focus on the seasonality alone (respectively not showing the trend).\n",
    "\n",
    "An alternative way to visualize the seasonality is to plot the model parameters with `plot_paramters`. In the following visualization the contribution of the seasonality is shown for only one period, here a single year for the yearly seasonality."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
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    "m.plot_parameters(components=[\"seasonality\"])"
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   "source": [
    "Seasonality in NeuralProphet is modeled with the help of Fourier terms. You can think of Fourier terms as the sum of multiple sine and cosine functions with different periodicities and magnitudes. This way NeuralProphet can model multiple seasonalities. The seasonality can be of arbitrary periodicities (length), for example a yearly seasonality with daily data ($p = 365.25$) or with weekly data ($p = 52.18$).\n",
    "\n",
    "You can read more on [Fourier terms on Wikipedia](https://en.wikipedia.org/wiki/Fourier_series) and about the detailed inner workings of seasonality in the [paper on NeuralProphet](https://arxiv.org/abs/2001.04063) under the NeuralProphet model section.\n",
    "\n",
    "By default, each of the the `yearly`, `weekly` and `daily` seasonalities are automatically enabled if the data is of higher frequency than the respective seasonality and if two full periods of the seasonality are in the training data. For example, `daily` seasonality is automatically enabled if the data is of hourly resolution and at least two full days are recorded.\n",
    "\n",
    "We continue by manually enabling the `yearly`, `weekly` and `daily` seasonalities and see what that does."
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      "text/plain": [
       "Finding best initial lr:   0%|          | 0/229 [00:00<?, ?it/s]"
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       "Training: 0it [00:00, ?it/s]"
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       "Predicting: 46it [00:00, ?it/s]"
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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Model and prediction\n",
    "m = NeuralProphet(\n",
    "    # Disable trend changepoints\n",
    "    n_changepoints=0,\n",
    "    # Enable all seasonality components\n",
    "    yearly_seasonality=True,\n",
    "    weekly_seasonality=True,\n",
    "    daily_seasonality=True,\n",
    ")\n",
    "m.set_plotting_backend(\"plotly-static\")\n",
    "metrics = m.fit(df)\n",
    "forecast = m.predict(df)\n",
    "m.plot(forecast)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x900 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "m.plot_components(forecast, components=[\"seasonality\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plotting the three seasonalities, we see a flat line for the daily seasonality. This is expected as the data is daily and thus does not have intra-day differences. \n",
    "\n",
    "For the weekly seasonality we can zoom in or plot a single period with `plot_parameters`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x900 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "m.plot_parameters(components=[\"seasonality\"])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note: The pattern for daily seasonality is plain noise, as it has no intra-day data to be fitted on. This is one limitation of the Fourier term approach: Though we are able to fit continuous seasonalities, periods between observation samples may be subject to overfitting. This can be addressed by disabling seasonalities or setting them to a lower number of Fourier terms, reducing their complexity."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.16"
  },
  "vscode": {
   "interpreter": {
    "hash": "92c9cff0281419e73896333b85e681aea9374fd743c51074843eeada7c3f6baf"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
